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Open-source companion that auto-evolves, deduplicates, and improves your skill library from real session data. Adds a post-task evolution loop on top of Hermes's built-in skill creation. Native Hermes integration via ~/.hermes/skills, safety flows (skillclaw doctor hermes / skillclaw restore hermes). Works across multiple devices and isolated skill silos. 705 stars, MIT licensed, active through 2026-04-17.
Signals
Listed in the awesome-hermes-agent README
Sources: 2 / Surfaces: 1
What the upstream surface says
Short excerpt only, so you can decide whether to click out.
AI agent skills that evolve from every real interaction — just talk. Across sessions, agents, devices, and users. Experience compounds. Skills keep growing.
| 🚀 Quick Install | 💬 Just Chat | 🔌 Broad Compatibility | 🧬 Collective Skill Evolution | |:-:|:-:|:-:|:-:|
[](https://github.com/NousResearch/hermes-agent) [](https://github.com/openclaw/openclaw) [](https://github.com/AMAP-ML/SkillClaw) [](https://www.python.org/) [](./LICENSE) [](https://arxiv.org/abs/2604.08377) [](https://arxiv.org/pdf/2604.08377) [](https://huggingface.co/papers/2604.08377) [](assets/image.png) [](assets/README_ZH.md)
- 2026/04/20 — Added Codex and Claude Code integration with proxy auto-configuration, native skills-directory defaults, and doctor / restore commands.
- 2026/04/17 — Added QwenPaw integration and updated the docs for broader multi-agent compatibility.
- 2026/04/17 — Added full Hermes integration, per-turn skill tracking, doctor hermes, skillclaw skills * management commands, and a major docs overhaul.
- 2026/04/14 — WeChat discussion group is live! Join the group to chat with us.
- 2026/04/14 — Initial Hermes support landed together with the first README refresh.
- 2026/04/12 — Active discussion with Deer-Flow on cross-framework skill sharing.
- 2026/04/11 — SkillClaw ranked #2 Paper of the Day on Hugging Face Daily Papers!
- 2026/04/10 — SkillClaw is now open source! Code released on GitHub.